Complex-Valued Unitary Representations as Classification Heads for Improved Uncertainty Quantification in Deep Neural Networks

Complex-Valued Unitary Representations as Classification Heads for Improved Uncertainty Quantification in Deep Neural Networks explores Improve neural network uncertainty quantification using quantum-inspired complex-valued unitary representations.. Commercial viability score: 5/10 in Uncertainty Quantification.